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IT leaders: What’s the gameplan as tech badly outpaces talent?

CIO

Gen AI-related job listings were particularly common in roles such as data scientists and data engineers, and in software development. According to October data from Robert Half, AI is the most highly-sought-after skill by tech and IT teams for projects ranging from customer chatbots to predictive maintenance systems.

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Data engineers vs. data scientists

O'Reilly Media - Data

The two positions are not interchangeable—and misperceptions of their roles can hurt teams and compromise productivity. It’s important to understand the differences between a data engineer and a data scientist. Misunderstanding or not knowing these differences are making teams fail or underperform with big data.

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When is data too clean to be useful for enterprise AI?

CIO

Once the province of the data warehouse team, data management has increasingly become a C-suite priority, with data quality seen as key for both customer experience and business performance. But along with siloed data and compliance concerns , poor data quality is holding back enterprise AI projects.

Data 211
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Are you ready for MLOps? 🫵

Xebia

Gartner reported that on average only 54% of AI models move from pilot to production: Many AI models developed never even reach production. These days Data Science is not anymore a new domain by any means. So then let me re-iterate: why, still, are teams having troubles launching Machine Learning models into production?

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3 promises every CIO should keep in 2025

CIO

According to Leon Roberge, CIO for Toshiba America Business Solutions and Toshiba Global Commerce Solutions, technology leaders should become more visible to the business and lead by example to their teams. Fernandes says his team has made it a point to only invest where the business also invests to avoid a black hole of IT spending.

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TomoCredit raises $7M to help the cash rich and credit poor

TechCrunch

So she teamed up with Dmitry Kashlev, a Russian immigrant, in January of 2019 to create a solution for other foreign-born individuals and young adults facing similar credit challenges. Looking ahead, Tomo plans to use its new capital to triple its headcount of 15, mostly with the goal of hiring full stack and data engineers.

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Fundamentals of Data Engineering

Xebia

The following is a review of the book Fundamentals of Data Engineering by Joe Reis and Matt Housley, published by O’Reilly in June of 2022, and some takeaway lessons. This book is as good for a project manager or any other non-technical role as it is for a computer science student or a data engineer.